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Models/MaskFeat (Kinetics600 pretrain, MViT-L)

MaskFeat (Kinetics600 pretrain, MViT-L)

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Robots3 results

Activity RecognitiononSomething-Something V2
Parameters· uses extra data· 2021-12-16
218
best: 2131 (InternVideo2-6B)
SOTA
Masked Feature Prediction for Self-Supervised Visual Pre-Training arXiv:2112.09133
Activity RecognitiononSomething-Something V2
Top-1 Accuracy· uses extra data· 2021-12-16
75
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
SOTA
Masked Feature Prediction for Self-Supervised Visual Pre-Training arXiv:2112.09133
Activity RecognitiononSomething-Something V2
Top-5 Accuracy· uses extra data· 2021-12-16
95
best: 96.3 (DejaVid)
SOTA
Masked Feature Prediction for Self-Supervised Visual Pre-Training arXiv:2112.09133

Time Series3 results

Action RecognitiononSomething-Something V2
Parameters· uses extra data· 2021-12-16
218
best: 2131 (InternVideo2-6B)
SOTA
Masked Feature Prediction for Self-Supervised Visual Pre-Training arXiv:2112.09133
Action RecognitiononSomething-Something V2
Top-1 Accuracy· uses extra data· 2021-12-16
75
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
SOTA
Masked Feature Prediction for Self-Supervised Visual Pre-Training arXiv:2112.09133
Action RecognitiononSomething-Something V2
Top-5 Accuracy· uses extra data· 2021-12-16
95
best: 96.3 (DejaVid)
SOTA
Masked Feature Prediction for Self-Supervised Visual Pre-Training arXiv:2112.09133